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CRE expertise,
packaged for agents.

The most comprehensive library of AI agent skills built specifically for commercial real estate. From deal screening to disposition, each skill is vetted by MetaProp Labs and ready to deploy across the agents your team already uses.

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Compatible agents

ClaudeClaude
GeminiGemini
ChatGPTChatGPT
CopilotCopilot
OpenClawOpenClaw
ManusManus

Skills follow the open Agent Skills format and work with any compatible AI agent.

Deal Flow

Deal Sourcing

3

Basic usage

Multi-parcel corridor acquisition budgeting and phasing (10-100+ parcels). Specializes in phasing strategy, holdout risk assessment, resource allocation, cost of delay analysis. Use for transit corrid

Score a single site

Expert in site selection and property assembly for transit stations including TOD potential scoring, multi-modal connection assessment, property acquisition complexity analysis, and strategic sequenci

Sourcing & Outreach System

Full-lifecycle CRE deal sourcing engine: target identification, lead scoring (0-100), multi-channel outreach (mail, call, email, LinkedIn), broker relationship cultivation, CRM pipeline schema, and...

Deal Screening

4

Deal QuickScreen

Fast go/no-go screening tool for inbound CRE deals. Takes a raw OM, broker email, or listing and returns a KEEP/KILL verdict with back-of-napkin returns, key assumptions, and a diligence checklist.

screeningdeal-flowtriage

Document Classifier

Classifies inbound CRE deal documents by type and routes them to the appropriate processing skill.

OM Parser

Extracts structured data from offering memorandums and deal marketing materials.

OM Reverse Pricing

Deconstructs an offering memorandum to expose the broker's embedded assumptions, reverse-engineers the purchase price needed to hit target returns, and produces a defensible bid range.

ompricingacquisitions

Market Research

4

Comp Snapshot

Produces a fast, credible comparable analysis (rent comps and sales comps) for active deals, appraisal reviews, or pricing validation.

Market Cycle Positioner

Produces a comprehensive market cycle positioning report using the Mueller Real Estate Cycle model.

Submarket Truth Serum

Produces a decision-grade submarket brief that strips broker narratives to reveal what is actually happening in a market.

Supply-Demand Forecast

Produces a forward-looking supply/demand analysis for a specific submarket and property type.

Valuation & Appraisal

14

Appraisal Review Analyzer

Technical review of CRE appraisal reports for USPAP compliance.

Assessment Appeal Analyzer

Property tax assessment appeal analysis for commercial real estate.

Basic calculation

Expert in calculating loss of value to remainder parcels from partial takings including access impairment, shape irregularity, utility loss, and farm operation disruption. Use when quantifying severan

Broker Opinion of Value

Broker opinion of value (BOV) for commercial real estate.

Cap Rate Analyzer

Capitalization rate analysis and benchmarking for commercial real estate.

Comp-Based Valuation

Sales comparison approach valuation for commercial real estate.

Comparable Sales Adjustment Methodology

Expert in technical adjustment grid construction for comparable sales analysis including adjustment hierarchy, quantification methods (paired sales, regression, cost, income), and validation technique

Cost Approach Expert

Cost approach valuation for specialized infrastructure (transmission towers, telecom sites, substations) using replacement cost new less depreciation (physical, functional, external). Use for speciali

DCF Valuation Engine

Discounted cash flow valuation for income-producing commercial real estate.

Easement Valuation Methods

Expert in technical valuation approaches for easements including percentage of fee method, income capitalization, and before/after comparison. Use when valuing utility transmission easements, pipeline

Highest & Best Use Analysis

Highest and best use analysis for commercial real estate per USPAP requirements.

Income Approach Expert

Income approach land valuation by capitalizing land rent (telecom sites, agricultural rent, ground leases). Market rent analysis, cap rate selection, reconciliation with sales. Use for income-producin

Real Estate Appraiser

Licensed Certified General Real Estate Appraiser with 15+ years valuing commercial and residential properties. Expert in income, sales comparison, and cost approaches. USPAP-compliant with MAI designa

Real Options Valuation Expert

Expert in real options valuation for lease flexibility features. Use when valuing renewal options, expansion rights, termination clauses, or other lease optionality using Black-Scholes methodology. Ke

Underwriting & Analysis

8

Acquisition Underwriting Engine

Full-cycle acquisition underwriting engine. Takes a deal package (rent roll, T-12, OM, financing terms) and produces institutional-quality output: T-12 normalization, 10-year proforma, cap rate decomposition, probability-weighted scenarios, and go/no-go recommendation.

underwritingproformaacquisitions

Monte Carlo Return Simulator

Stochastic simulation engine for CRE returns.

OpEx Benchmarking Analyst

Benchmarks CRE operating expenses against market standards by property type, class, region, and size.

Real Estate Investment Analyst

Expert real estate investment analyst specializing in property valuation, financial modeling, and investment return analysis. Use when: investment, financial-analysis, valuation, roi, cap-rate.

Real Estate Investor

Senior Real Estate Investment Professional with 15+ years acquiring, managing, and disposing of commercial and residential properties. Expert in deal sourcing, financial modeling, capital structuring,

Rent Roll Analyzer

Ingests raw rent rolls and produces a clean dataset with layered analytics: rollover schedule, mark-to-market waterfall, tenant concentration risk, WALT, rent benchmarking, MTM exposure, and data quality flags.

rent-rollanalyticsmultifamily

Scenario Matrix Analyzer

Multi-scenario strategic analysis for CRE investment decisions.

Sensitivity & Stress Test Engine

Takes a completed base case underwriting and produces comprehensive sensitivity analysis, stress testing, and breakeven analysis.

Due Diligence

8

DD Command Center

Generates a comprehensive, timeline-driven due diligence plan for commercial property acquisitions with 6 workstream checklists, risk matrix, third-party report ordering guide, decision gates, and closing condition tracker.

due-diligencechecklistsacquisitions

Distressed Acquisition Playbook

Generates a comprehensive acquisition strategy for distressed CRE assets acquired through REO, note purchase, special servicing, receivership, or bankruptcy.

Environmental Due Diligence Expert

Environmental assessments (Phase I/II ESA), contamination risk evaluation, cleanup cost estimation, regulatory pathway analysis, liability allocation. Use for site acquisitions, contaminated propertie

Environmental Risk Assessment

Reviews Phase I and Phase II Environmental Site Assessment reports for CRE acquisitions.

Physical Inspection Assessor

Processes property inspection reports and produces capital needs assessments for CRE acquisitions.

Property Condition Reporter

Generates or reviews Property Condition Assessment (PCA) and Property Condition Report (PCR) documents with remaining useful life analysis for all major building systems.

Risk Scoring Framework

Multi-factor risk scoring framework for CRE acquisitions across market, credit, physical, environmental, and execution risk categories.

Tenant Credit Analyzer

Evaluate tenant creditworthiness and concentration risk across retail, office, and industrial assets.

Deal Structuring

7

1031 Exchange Executor

Designs and executes comprehensive 1031 tax-deferred exchange strategies. Manages 45-day identification and 180-day exchange deadlines, evaluates replacement property candidates, prevents common excha

1031 Pipeline Manager

Manages active 1031 exchange pipelines: 45-day identification tracking, 180-day close deadline management, replacement property candidate evaluation, boot minimization, reverse exchange mechanics, QI

Creative Seller Financing

Structures non-traditional acquisition financing using seller participation (carryback notes, master leases, earnouts, JV contributions) and analyzes loan assumption vs.

JV Waterfall Architect

Designs, calculates, and explains joint venture equity waterfall structures for GP/LP partnerships.

LOI Offer Builder

Generates a complete, copy-paste-ready Letter of Intent with negotiation strategy memo, three-tier pricing table, ten non-price levers, seller psychology brief, and broker cover email.

loinegotiationacquisitions

Negotiation Settlement Calculator - SKILL Documentation

Property owner negotiations for acquisitions (specialized from negotiation-expert). Calculates BATNA, ZOPA, optimal settlement range, assesses holdout risk (0-30 scale), generates concession strategie

PSA Redline Strategy

Analyzes a Purchase & Sale Agreement draft, identifies problematic provisions, and produces a risk-tiered redline strategy with specific markup language, negotiation talking points, and a battle pl...

Title & Closing

7

Closing Checklist Tracker

Generates and tracks comprehensive closing checklists for CRE transactions (acquisitions, dispositions, refinancings).

Escrow Proration Calculator

Calculates closing prorations and escrow adjustments for commercial real estate transactions.

Settlement Statement Reviewer

Reviews commercial real estate settlement statements (closing statements / HUD-1 equivalents) for accuracy, completeness, and compliance.

Title Commitment Reviewer

Analyze ALTA title commitments, surveys, and Schedule B exceptions for CRE acquisitions.

Title Expert

Title searches and registration analysis. Identifies encumbrances (easements, covenants, liens), analyzes marketability impact, validates registration compliance, calculates discount for encumbrances.

Title Search Analyzer

Analyzes title search reports and title commitments for commercial real estate transactions.

Transfer Document Preparer

Prepare entity transfer documents, closing document packages, and assignment agreements for CRE acquisitions.

Capital Markets

15

CRE Loan Agreement Review Skill

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Capital Stack Optimizer

Synthesizes outputs from loan-sizing-engine, mezz-pref-structurer, and JV waterfall to determine the optimal capital mix for a CRE deal.

Construction Loan Agreement Negotiation Cheat Sheet

>

Debt Covenant Compliance Monitor

Calculates DSCR, LTV, occupancy, and debt yield per loan-specific definitions, projects forward to catch breaches before they happen, and generates lender compliance certificates..

Debt Portfolio Monitor

Builds and maintains an institutional-quality CRE debt fund portfolio monitoring framework.

Lender Compliance Certificate

Prepares quarterly lender compliance certificates using loan-specific financial metric definitions.

Lender Outreach Manager

Manages lender relationships and quote solicitation for CRE debt placement.

Loan Document Reviewer

Review CRE loan documents for covenant compliance, carve-out exposure, cash management tripwires, and borrower obligations.

Loan Quote Comparator

Compares competing CRE loan quotes with true cost-of-capital analysis.

Loan Sizing Engine

Sizes CMBS and balance sheet CRE loans from raw property financials. Normalizes T-12 to lender-underwritten NCF, sizes against simultaneous DSCR/LTV/debt yield constraints, identifies the binding constraint, and stress-tests across rate scenarios.

debtcmbsloan-sizing

Markup — Master Instructions

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Mezz / Pref Equity Structurer

Structures mezzanine debt and preferred equity positions in the CRE capital stack.

Refinancing Decision Analyzer

Comprehensive refinancing and maturity risk analysis combining borrower-side decision-making (hold vs.

Term Sheet Builder

Draft and negotiate CRE financing term sheets from lender quotes.

Workout Playbook

Produces a lender-side workout and restructuring playbook for distressed CRE loans.

Disposition

2

Disposition Prep Kit

Produces a complete disposition preparation package: T-12 normalization, rent roll scrub, data room index, buyer Q&A, retrade defense, broker selection, marketing timeline, value story, and buyer t...

Disposition Strategy Engine

Produces a comprehensive sell/hold/refinance analysis with market cycle positioning, tax impact quantification, marginal return on equity, buyer universe assessment, and 15 selectable disposition scenario variants.

dispositionexit-strategyportfolio

Brokerage & Marketing

10

Broker CRM Pipeline

Manages the CRE broker's deal pipeline and client relationships.

Buyer Rep Workflow

End-to-end workflow for CRE buyer representation engagements.

Commercial Real Estate Broker

Senior Commercial Real Estate Broker with 15+ years in investment sales, leasing, and tenant representation. CCIM, SIOR designation. $2B+ in transaction volume. Expert in financial analysis, market po

Listing Package Builder

Assembles institutional-quality listing packages for commercial real estate dispositions and lease-up assignments.

Market Survey Generator

Generates commercial real estate market surveys and submarket reports for tenant rep searches, listing presentations, investment memos, and client reporting.

Marketing Flyer Generator

Creates single-page and two-page marketing flyers for commercial real estate listings.

New Home Sales Consultant

Expert new home sales consultant specializing in new construction, developer representation, and buyer advocacy in new developments. Expert new home sales consultant specializing in new construction,

Real Estate Agent

Licensed Real Estate Agent with 8+ years representing buyers and sellers in residential transactions. Expert in market analysis, negotiation, contract management, and client advocacy. $100M+ in sales

Tenant Rep Workflow

End-to-end workflow for commercial tenant representation engagements.

Tour Scheduling Coordinator

Manages property tour logistics for active CRE listings.

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